Dataset statistics
| Number of variables | 40 |
|---|---|
| Number of observations | 297064 |
| Missing cells | 1798160 |
| Missing cells (%) | 15.1% |
| Total size in memory | 57.0 MiB |
| Average record size in memory | 201.1 B |
Variable types
| Categorical | 18 |
|---|---|
| Numeric | 22 |
admitdiagnosis has a high cardinality: 425 distinct values | High cardinality |
eyes is highly correlated with motor and 1 other fields | High correlation |
motor is highly correlated with eyes and 1 other fields | High correlation |
verbal is highly correlated with eyes and 1 other fields | High correlation |
creatinine is highly correlated with bun | High correlation |
bun is highly correlated with creatinine | High correlation |
eyes has 4580 (1.5%) missing values | Missing |
motor has 4580 (1.5%) missing values | Missing |
verbal has 4580 (1.5%) missing values | Missing |
urine has 144170 (48.5%) missing values | Missing |
wbc has 70128 (23.6%) missing values | Missing |
temperature has 12256 (4.1%) missing values | Missing |
sodium has 57374 (19.3%) missing values | Missing |
ph has 227190 (76.5%) missing values | Missing |
hematocrit has 63870 (21.5%) missing values | Missing |
creatinine has 58328 (19.6%) missing values | Missing |
albumin has 179366 (60.4%) missing values | Missing |
pao2 has 227190 (76.5%) missing values | Missing |
pco2 has 227190 (76.5%) missing values | Missing |
bun has 59454 (20.0%) missing values | Missing |
glucose has 33346 (11.2%) missing values | Missing |
bilirubin has 190228 (64.0%) missing values | Missing |
fio2 has 227190 (76.5%) missing values | Missing |
urine is highly skewed (γ1 = 41.44491087) | Skewed |
meds has 292484 (98.5%) zeros | Zeros |
urine has 3348 (1.1%) zeros | Zeros |
age has 10446 (3.5%) zeros | Zeros |
Reproduction
| Analysis started | 2022-03-28 15:26:19.434688 |
|---|---|
| Analysis finished | 2022-03-28 15:27:38.257124 |
| Duration | 1 minute and 18.82 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
intubated
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 251532 | |
| 1 | 45532 | 15.3% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 251532 | |
| 1 | 45532 | 15.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
vent
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 224046 | |
| 1 | 73018 | 24.6% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 224046 | |
| 1 | 73018 | 24.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
dialysis
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 0 | |
|---|---|
| 1 | 10980 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 286084 | |
| 1 | 10980 | 3.7% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 286084 | |
| 1 | 10980 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4580 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.48994133 |
| Minimum | 1 |
|---|---|
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9326044648 |
|---|---|
| Coefficient of variation (CV) | 0.267226402 |
| Kurtosis | 1.801641582 |
| Mean | 3.48994133 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.757480524 |
| Sum | 1020752 |
| Variance | 0.8697510877 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 4 | 208624 | |
| 3 | 43860 | 14.8% |
| 1 | 25324 | 8.5% |
| 2 | 14676 | 4.9% |
| (Missing) | 4580 | 1.5% |
| Value | Count | Frequency (%) |
| 1 | 25324 | 8.5% |
| 2 | 14676 | 4.9% |
| 3 | 43860 | 14.8% |
| 4 | 208624 |
| Value | Count | Frequency (%) |
| 4 | 208624 | |
| 3 | 43860 | 14.8% |
| 2 | 14676 | 4.9% |
| 1 | 25324 | 8.5% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4580 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.48645396 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.261227692 |
|---|---|
| Coefficient of variation (CV) | 0.2298803017 |
| Kurtosis | 6.663117312 |
| Mean | 5.48645396 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.758560644 |
| Sum | 1604700 |
| Variance | 1.59069529 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 6 | 232126 | |
| 5 | 25122 | 8.5% |
| 1 | 16838 | 5.7% |
| 4 | 15424 | 5.2% |
| 3 | 1852 | 0.6% |
| 2 | 1122 | 0.4% |
| (Missing) | 4580 | 1.5% |
| Value | Count | Frequency (%) |
| 1 | 16838 | 5.7% |
| 2 | 1122 | 0.4% |
| 3 | 1852 | 0.6% |
| 4 | 15424 | 5.2% |
| 5 | 25122 | 8.5% |
| 6 | 232126 |
| Value | Count | Frequency (%) |
| 6 | 232126 | |
| 5 | 25122 | 8.5% |
| 4 | 15424 | 5.2% |
| 3 | 1852 | 0.6% |
| 2 | 1122 | 0.4% |
| 1 | 16838 | 5.7% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4580 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.020903708 |
| Minimum | 1 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.538011156 |
|---|---|
| Coefficient of variation (CV) | 0.382503852 |
| Kurtosis | -0.1660657703 |
| Mean | 4.020903708 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.249111447 |
| Sum | 1176050 |
| Variance | 2.365478317 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) |
| 5 | 185940 | |
| 1 | 52202 | 17.6% |
| 4 | 37628 | 12.7% |
| 3 | 10208 | 3.4% |
| 2 | 6506 | 2.2% |
| (Missing) | 4580 | 1.5% |
| Value | Count | Frequency (%) |
| 1 | 52202 | 17.6% |
| 2 | 6506 | 2.2% |
| 3 | 10208 | 3.4% |
| 4 | 37628 | 12.7% |
| 5 | 185940 |
| Value | Count | Frequency (%) |
| 5 | 185940 | |
| 4 | 37628 | 12.7% |
| 3 | 10208 | 3.4% |
| 2 | 6506 | 2.2% |
| 1 | 52202 | 17.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1540 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01028681258 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 292484 |
| Zeros (%) | 98.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1009010828 |
|---|---|
| Coefficient of variation (CV) | 9.808780132 |
| Kurtosis | 92.22381648 |
| Mean | 0.01028681258 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.706863156 |
| Sum | 3040 |
| Variance | 0.01018102851 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 292484 | |
| 1 | 3040 | 1.0% |
| (Missing) | 1540 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 292484 | |
| 1 | 3040 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 3040 | 1.0% |
| 0 | 292484 |
| Distinct | 35577 |
|---|---|
| Distinct (%) | 23.3% |
| Missing | 144170 |
| Missing (%) | 48.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1806.111998 |
| Minimum | 0 |
|---|---|
| Maximum | 269323.7472 |
| Zeros | 3348 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 105.4944 |
| Q1 | 783.648 |
| median | 1443.5712 |
| Q3 | 2404.944 |
| 95-th percentile | 4585.9392 |
| Maximum | 269323.7472 |
| Range | 269323.7472 |
| Interquartile range (IQR) | 1621.296 |
Descriptive statistics
| Standard deviation | 1858.122551 |
|---|---|
| Coefficient of variation (CV) | 1.02879697 |
| Kurtosis | 5651.161437 |
| Mean | 1806.111998 |
| Median Absolute Deviation (MAD) | 767.664 |
| Skewness | 41.44491087 |
| Sum | 276143687.8 |
| Variance | 3452619.415 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3348 | 1.1% |
| 1799.9712 | 100 | < 0.1% |
| 1439.9424 | 72 | < 0.1% |
| 2399.9328 | 72 | < 0.1% |
| 899.9424 | 72 | < 0.1% |
| 1199.9232 | 60 | < 0.1% |
| 2117.5776 | 58 | < 0.1% |
| 2057.0976 | 58 | < 0.1% |
| 1674.3456 | 58 | < 0.1% |
| 1090.8864 | 58 | < 0.1% |
| Other values (35567) | 148938 | |
| (Missing) | 144170 |
| Value | Count | Frequency (%) |
| 0 | 3348 | |
| 0.6912 | 10 | < 0.1% |
| 0.7776 | 34 | < 0.1% |
| 0.864 | 26 | < 0.1% |
| 0.9504 | 18 | < 0.1% |
| 1.0368 | 26 | < 0.1% |
| 1.1232 | 24 | < 0.1% |
| 1.2096 | 24 | < 0.1% |
| 1.296 | 22 | < 0.1% |
| 1.3824 | 24 | < 0.1% |
| Value | Count | Frequency (%) |
| 269323.7472 | 2 | |
| 65063.6064 | 2 | |
| 39242.7936 | 2 | |
| 35636.8896 | 2 | |
| 33966.2592 | 2 | |
| 32180.544 | 2 | |
| 30030.9984 | 2 | |
| 28544.9184 | 2 | |
| 27576.8928 | 2 | |
| 26954.7264 | 2 |
| Distinct | 3676 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 70128 |
| Missing (%) | 23.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.29150853 |
| Minimum | 0.01 |
|---|---|
| Maximum | 198.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 4.26 |
| Q1 | 7.4 |
| median | 10.4 |
| Q3 | 15.2 |
| 95-th percentile | 25.3 |
| Maximum | 198.1 |
| Range | 198.09 |
| Interquartile range (IQR) | 7.8 |
Descriptive statistics
| Standard deviation | 8.186186495 |
|---|---|
| Coefficient of variation (CV) | 0.6660034018 |
| Kurtosis | 62.26126752 |
| Mean | 12.29150853 |
| Median Absolute Deviation (MAD) | 3.6 |
| Skewness | 4.912659491 |
| Sum | 2789385.78 |
| Variance | 67.01364933 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.4 | 1800 | 0.6% |
| 8.4 | 1780 | 0.6% |
| 7.6 | 1764 | 0.6% |
| 8.2 | 1750 | 0.6% |
| 8 | 1748 | 0.6% |
| 8.8 | 1742 | 0.6% |
| 8.6 | 1728 | 0.6% |
| 7.8 | 1726 | 0.6% |
| 7 | 1714 | 0.6% |
| 7.9 | 1708 | 0.6% |
| Other values (3666) | 209476 | |
| (Missing) | 70128 | 23.6% |
| Value | Count | Frequency (%) |
| 0.01 | 2 | < 0.1% |
| 0.02 | 4 | < 0.1% |
| 0.03 | 2 | < 0.1% |
| 0.04 | 2 | < 0.1% |
| 0.07 | 2 | < 0.1% |
| 0.08 | 2 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| 0.1 | 166 | |
| 0.11 | 8 | < 0.1% |
| 0.13 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 198.1 | 2 | |
| 189.7 | 2 | |
| 188.2 | 2 | |
| 186.2 | 2 | |
| 184.5 | 2 | |
| 183.6 | 2 | |
| 182.9 | 2 | |
| 179.3 | 2 | |
| 178.8 | 2 | |
| 177.8 | 2 |
| Distinct | 368 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 12256 |
| Missing (%) | 4.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.42329338 |
| Minimum | 20 |
|---|---|
| Maximum | 42.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 35.3 |
| Q1 | 36.2 |
| median | 36.5 |
| Q3 | 36.7 |
| 95-th percentile | 37.3 |
| Maximum | 42.3 |
| Range | 22.3 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.9318595877 |
|---|---|
| Coefficient of variation (CV) | 0.0255841661 |
| Kurtosis | 35.79249153 |
| Mean | 36.42329338 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | -2.632689506 |
| Sum | 10373645.34 |
| Variance | 0.8683622912 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 36.4 | 30382 | 10.2% |
| 36.6 | 27826 | 9.4% |
| 36.7 | 26166 | 8.8% |
| 36.3 | 21332 | 7.2% |
| 36.5 | 20172 | 6.8% |
| 36.8 | 18784 | 6.3% |
| 36.2 | 14970 | 5.0% |
| 36.1 | 13948 | 4.7% |
| 36.9 | 12692 | 4.3% |
| 36 | 9818 | 3.3% |
| Other values (358) | 88718 | |
| (Missing) | 12256 | 4.1% |
| Value | Count | Frequency (%) |
| 20 | 8 | |
| 20.2 | 2 | < 0.1% |
| 20.3 | 4 | |
| 20.4 | 4 | |
| 20.6 | 2 | < 0.1% |
| 20.8 | 6 | |
| 21 | 2 | < 0.1% |
| 21.1 | 6 | |
| 21.2 | 4 | |
| 21.4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 42.3 | 2 | < 0.1% |
| 42.1 | 2 | < 0.1% |
| 42 | 2 | < 0.1% |
| 41.9 | 4 | < 0.1% |
| 41.83 | 2 | < 0.1% |
| 41.8 | 6 | |
| 41.7 | 6 | |
| 41.6 | 6 | |
| 41.5 | 10 | |
| 41.4 | 12 |
respiratoryrate
Real number (ℝ≥0)
| Distinct | 80 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1920 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.58925745 |
| Minimum | 4 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 11 |
| median | 28 |
| Q3 | 36 |
| 95-th percentile | 53 |
| Maximum | 60 |
| Range | 56 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 15.12073009 |
|---|---|
| Coefficient of variation (CV) | 0.5909014795 |
| Kurtosis | -0.9258238071 |
| Mean | 25.58925745 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.2727084181 |
| Sum | 7552515.8 |
| Variance | 228.6364783 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 14416 | 4.9% |
| 12 | 13838 | 4.7% |
| 11 | 13042 | 4.4% |
| 4 | 12052 | 4.1% |
| 9 | 11646 | 3.9% |
| 30 | 10300 | 3.5% |
| 8 | 10252 | 3.5% |
| 28 | 10168 | 3.4% |
| 29 | 9572 | 3.2% |
| 31 | 9050 | 3.0% |
| Other values (70) | 180808 |
| Value | Count | Frequency (%) |
| 4 | 12052 | |
| 5 | 6852 | |
| 5.9 | 4 | < 0.1% |
| 6 | 6884 | |
| 6.2 | 2 | < 0.1% |
| 6.8 | 2 | < 0.1% |
| 6.9 | 2 | < 0.1% |
| 7 | 7948 | |
| 7.1 | 4 | < 0.1% |
| 7.2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 60 | 3082 | |
| 59 | 2088 | |
| 58 | 1644 | |
| 57 | 1576 | |
| 56 | 1666 | |
| 55 | 1634 | |
| 54 | 1670 | |
| 53 | 1596 | |
| 52 | 1834 | |
| 51 | 1760 |
| Distinct | 178 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 57374 |
| Missing (%) | 19.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.9672777 |
| Minimum | 91 |
|---|---|
| Maximum | 195 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 91 |
|---|---|
| 5-th percentile | 129 |
| Q1 | 135 |
| median | 138 |
| Q3 | 141 |
| 95-th percentile | 146 |
| Maximum | 195 |
| Range | 104 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.569033335 |
|---|---|
| Coefficient of variation (CV) | 0.04036488526 |
| Kurtosis | 5.690721177 |
| Mean | 137.9672777 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.02455510042 |
| Sum | 33069376.8 |
| Variance | 31.01413228 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 138 | 24036 | |
| 139 | 23570 | 7.9% |
| 140 | 22040 | 7.4% |
| 137 | 21906 | 7.4% |
| 136 | 19254 | 6.5% |
| 141 | 17892 | 6.0% |
| 135 | 15230 | 5.1% |
| 142 | 13934 | 4.7% |
| 134 | 12478 | 4.2% |
| 143 | 9384 | 3.2% |
| Other values (168) | 59966 | |
| (Missing) | 57374 |
| Value | Count | Frequency (%) |
| 91 | 2 | < 0.1% |
| 98 | 2 | < 0.1% |
| 99 | 2 | < 0.1% |
| 100 | 8 | < 0.1% |
| 101 | 6 | < 0.1% |
| 102 | 12 | < 0.1% |
| 103 | 16 | |
| 104 | 16 | |
| 105 | 12 | < 0.1% |
| 106 | 30 |
| Value | Count | Frequency (%) |
| 195 | 2 | < 0.1% |
| 194 | 2 | < 0.1% |
| 186 | 2 | < 0.1% |
| 184 | 4 | < 0.1% |
| 181 | 6 | < 0.1% |
| 180 | 4 | < 0.1% |
| 179 | 14 | |
| 178 | 4 | < 0.1% |
| 177 | 16 | |
| 176 | 10 |
heartrate
Real number (ℝ≥0)
| Distinct | 201 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 720 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.5133763 |
| Minimum | 20 |
|---|---|
| Maximum | 220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 48 |
| Q1 | 87 |
| median | 104 |
| Q3 | 120 |
| 95-th percentile | 147 |
| Maximum | 220 |
| Range | 200 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 30.99804699 |
|---|---|
| Coefficient of variation (CV) | 0.3083972315 |
| Kurtosis | -0.2179472113 |
| Mean | 100.5133763 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | -0.2227685146 |
| Sum | 29786536 |
| Variance | 960.8789173 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 5856 | 2.0% |
| 102 | 5778 | 1.9% |
| 108 | 5702 | 1.9% |
| 104 | 5576 | 1.9% |
| 106 | 5524 | 1.9% |
| 110 | 5336 | 1.8% |
| 98 | 5314 | 1.8% |
| 112 | 5274 | 1.8% |
| 60 | 5164 | 1.7% |
| 96 | 5150 | 1.7% |
| Other values (191) | 241670 |
| Value | Count | Frequency (%) |
| 20 | 134 | |
| 21 | 86 | |
| 22 | 130 | |
| 23 | 76 | |
| 24 | 108 | |
| 25 | 168 | |
| 26 | 160 | |
| 27 | 146 | |
| 28 | 156 | |
| 29 | 170 |
| Value | Count | Frequency (%) |
| 220 | 20 | |
| 219 | 10 | < 0.1% |
| 218 | 26 | |
| 217 | 22 | |
| 216 | 12 | |
| 215 | 14 | |
| 214 | 14 | |
| 213 | 14 | |
| 212 | 10 | < 0.1% |
| 211 | 10 | < 0.1% |
meanbp
Real number (ℝ≥0)
| Distinct | 171 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 962 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.88735139 |
| Minimum | 40 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 53 |
| median | 66 |
| Q3 | 124 |
| 95-th percentile | 164 |
| Maximum | 200 |
| Range | 160 |
| Interquartile range (IQR) | 71 |
Descriptive statistics
| Standard deviation | 41.88543042 |
|---|---|
| Coefficient of variation (CV) | 0.4820659136 |
| Kurtosis | -0.7238050254 |
| Mean | 86.88735139 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.7474130221 |
| Sum | 25727518.52 |
| Variance | 1754.389282 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 56 | 6912 | 2.3% |
| 54 | 6728 | 2.3% |
| 40 | 6580 | 2.2% |
| 55 | 6516 | 2.2% |
| 58 | 6514 | 2.2% |
| 60 | 6358 | 2.1% |
| 53 | 6348 | 2.1% |
| 57 | 6346 | 2.1% |
| 52 | 6324 | 2.1% |
| 59 | 6080 | 2.0% |
| Other values (161) | 231396 |
| Value | Count | Frequency (%) |
| 40 | 6580 | |
| 41 | 5066 | |
| 42 | 4772 | |
| 42.66 | 2 | < 0.1% |
| 43 | 4422 | |
| 44 | 4604 | |
| 45 | 4588 | |
| 46 | 4862 | |
| 47 | 5100 | |
| 47.66 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 200 | 452 | |
| 199 | 392 | |
| 198 | 342 | |
| 197 | 358 | |
| 196 | 348 | |
| 195 | 366 | |
| 194 | 364 | |
| 193 | 346 | |
| 192 | 346 | |
| 191 | 320 |
| Distinct | 711 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 227190 |
| Missing (%) | 76.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.354385809 |
| Minimum | 6.531 |
|---|---|
| Maximum | 7.81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 6.531 |
|---|---|
| 5-th percentile | 7.18 |
| Q1 | 7.303 |
| median | 7.36 |
| Q3 | 7.42 |
| 95-th percentile | 7.5 |
| Maximum | 7.81 |
| Range | 1.279 |
| Interquartile range (IQR) | 0.117 |
Descriptive statistics
| Standard deviation | 0.1011315908 |
|---|---|
| Coefficient of variation (CV) | 0.01375119466 |
| Kurtosis | 2.928156585 |
| Mean | 7.354385809 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | -0.9227259851 |
| Sum | 513880.354 |
| Variance | 0.01022759866 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.38 | 2388 | 0.8% |
| 7.36 | 2368 | 0.8% |
| 7.37 | 2264 | 0.8% |
| 7.35 | 2230 | 0.8% |
| 7.4 | 2216 | 0.7% |
| 7.34 | 2206 | 0.7% |
| 7.33 | 2110 | 0.7% |
| 7.39 | 2108 | 0.7% |
| 7.41 | 1990 | 0.7% |
| 7.32 | 1942 | 0.7% |
| Other values (701) | 48052 | 16.2% |
| (Missing) | 227190 |
| Value | Count | Frequency (%) |
| 6.531 | 2 | |
| 6.611 | 2 | |
| 6.646 | 2 | |
| 6.71 | 2 | |
| 6.72 | 2 | |
| 6.724 | 2 | |
| 6.737 | 2 | |
| 6.74 | 2 | |
| 6.743 | 2 | |
| 6.763 | 2 |
| Value | Count | Frequency (%) |
| 7.81 | 2 | < 0.1% |
| 7.778 | 2 | < 0.1% |
| 7.715 | 2 | < 0.1% |
| 7.71 | 4 | |
| 7.706 | 2 | < 0.1% |
| 7.705 | 2 | < 0.1% |
| 7.7 | 8 | |
| 7.69 | 2 | < 0.1% |
| 7.689 | 2 | < 0.1% |
| 7.684 | 2 | < 0.1% |
| Distinct | 546 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 63870 |
| Missing (%) | 21.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.60035121 |
| Minimum | 6 |
|---|---|
| Maximum | 72.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 21.5 |
| Q1 | 27.6 |
| median | 32.7 |
| Q3 | 37.4 |
| 95-th percentile | 43.6 |
| Maximum | 72.7 |
| Range | 66.7 |
| Interquartile range (IQR) | 9.8 |
Descriptive statistics
| Standard deviation | 6.910791791 |
|---|---|
| Coefficient of variation (CV) | 0.2119851945 |
| Kurtosis | -0.06545260309 |
| Mean | 32.60035121 |
| Median Absolute Deviation (MAD) | 4.9 |
| Skewness | 0.08829082339 |
| Sum | 7602206.3 |
| Variance | 47.75904318 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 34 | 2142 | 0.7% |
| 33 | 2106 | 0.7% |
| 32 | 2086 | 0.7% |
| 35 | 2064 | 0.7% |
| 36 | 2058 | 0.7% |
| 31 | 2010 | 0.7% |
| 29 | 1992 | 0.7% |
| 30 | 1946 | 0.7% |
| 28 | 1928 | 0.6% |
| 37 | 1816 | 0.6% |
| Other values (536) | 213046 | |
| (Missing) | 63870 | 21.5% |
| Value | Count | Frequency (%) |
| 6 | 2 | |
| 6.1 | 2 | |
| 6.6 | 2 | |
| 6.8 | 2 | |
| 7.1 | 2 | |
| 7.2 | 2 | |
| 7.3 | 4 | |
| 7.5 | 4 | |
| 7.7 | 2 | |
| 7.8 | 2 |
| Value | Count | Frequency (%) |
| 72.7 | 2 | |
| 67 | 2 | |
| 66.1 | 2 | |
| 65.3 | 2 | |
| 65 | 2 | |
| 64.4 | 2 | |
| 64.2 | 2 | |
| 63.6 | 2 | |
| 62.5 | 4 | |
| 62.4 | 2 |
| Distinct | 1629 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 58328 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.556179336 |
| Minimum | 0.1 |
|---|---|
| Maximum | 24.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.49 |
| Q1 | 0.72 |
| median | 1 |
| Q3 | 1.6 |
| 95-th percentile | 4.75 |
| Maximum | 24.95 |
| Range | 24.85 |
| Interquartile range (IQR) | 0.88 |
Descriptive statistics
| Standard deviation | 1.73089784 |
|---|---|
| Coefficient of variation (CV) | 1.112274016 |
| Kurtosis | 25.20685214 |
| Mean | 1.556179336 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | 4.186278797 |
| Sum | 371516.03 |
| Variance | 2.996007334 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.8 | 7760 | 2.6% |
| 0.7 | 7508 | 2.5% |
| 0.9 | 6038 | 2.0% |
| 0.6 | 5828 | 2.0% |
| 1.1 | 4066 | 1.4% |
| 1 | 3928 | 1.3% |
| 1.2 | 3574 | 1.2% |
| 0.5 | 3560 | 1.2% |
| 1.3 | 3078 | 1.0% |
| 1.4 | 2574 | 0.9% |
| Other values (1619) | 190822 | |
| (Missing) | 58328 | 19.6% |
| Value | Count | Frequency (%) |
| 0.1 | 26 | |
| 0.11 | 6 | < 0.1% |
| 0.12 | 12 | < 0.1% |
| 0.13 | 10 | < 0.1% |
| 0.14 | 12 | < 0.1% |
| 0.15 | 16 | |
| 0.16 | 14 | |
| 0.17 | 30 | |
| 0.18 | 28 | |
| 0.19 | 22 |
| Value | Count | Frequency (%) |
| 24.95 | 2 | |
| 24.6 | 2 | |
| 24.3 | 2 | |
| 23.9 | 2 | |
| 23.87 | 2 | |
| 23.69 | 2 | |
| 23.6 | 2 | |
| 23.43 | 2 | |
| 23.3 | 2 | |
| 23.1 | 2 |
| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 179366 |
| Missing (%) | 60.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.871447433 |
| Minimum | 1 |
|---|---|
| Maximum | 7.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.7 |
| Q1 | 2.4 |
| median | 2.9 |
| Q3 | 3.4 |
| 95-th percentile | 4 |
| Maximum | 7.4 |
| Range | 6.4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6949734124 |
|---|---|
| Coefficient of variation (CV) | 0.2420289518 |
| Kurtosis | -0.235055191 |
| Mean | 2.871447433 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.02032236431 |
| Sum | 337963.62 |
| Variance | 0.482988044 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.1 | 6620 | 2.2% |
| 2.9 | 6590 | 2.2% |
| 2.8 | 6570 | 2.2% |
| 3 | 6556 | 2.2% |
| 3.2 | 6196 | 2.1% |
| 2.7 | 5972 | 2.0% |
| 2.6 | 5892 | 2.0% |
| 3.3 | 5722 | 1.9% |
| 2.5 | 5510 | 1.9% |
| 2.4 | 5084 | 1.7% |
| Other values (43) | 56986 | 19.2% |
| (Missing) | 179366 |
| Value | Count | Frequency (%) |
| 1 | 156 | 0.1% |
| 1.1 | 316 | 0.1% |
| 1.2 | 464 | 0.2% |
| 1.3 | 618 | 0.2% |
| 1.4 | 746 | 0.3% |
| 1.5 | 1106 | |
| 1.6 | 1564 | |
| 1.7 | 1820 | |
| 1.8 | 2190 | |
| 1.9 | 2714 |
| Value | Count | Frequency (%) |
| 7.4 | 2 | < 0.1% |
| 6.6 | 2 | < 0.1% |
| 6 | 6 | < 0.1% |
| 5.7 | 4 | < 0.1% |
| 5.6 | 4 | < 0.1% |
| 5.5 | 4 | < 0.1% |
| 5.4 | 6 | < 0.1% |
| 5.3 | 10 | |
| 5.2 | 12 | |
| 5.1 | 16 |
| Distinct | 2321 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 227190 |
| Missing (%) | 76.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130.2230529 |
| Minimum | 9 |
|---|---|
| Maximum | 636 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 53.365 |
| Q1 | 76 |
| median | 102 |
| Q3 | 153 |
| 95-th percentile | 317 |
| Maximum | 636 |
| Range | 627 |
| Interquartile range (IQR) | 77 |
Descriptive statistics
| Standard deviation | 85.09166493 |
|---|---|
| Coefficient of variation (CV) | 0.6534301187 |
| Kurtosis | 4.845093621 |
| Mean | 130.2230529 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 2.063839751 |
| Sum | 9099205.6 |
| Variance | 7240.59144 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 75 | 666 | 0.2% |
| 76 | 662 | 0.2% |
| 82 | 656 | 0.2% |
| 70 | 648 | 0.2% |
| 78 | 644 | 0.2% |
| 77 | 644 | 0.2% |
| 80 | 640 | 0.2% |
| 79 | 636 | 0.2% |
| 69 | 626 | 0.2% |
| 71 | 626 | 0.2% |
| Other values (2311) | 63426 | 21.4% |
| (Missing) | 227190 |
| Value | Count | Frequency (%) |
| 9 | 2 | < 0.1% |
| 15 | 2 | < 0.1% |
| 16 | 2 | < 0.1% |
| 17 | 6 | |
| 18 | 4 | |
| 18.5 | 2 | < 0.1% |
| 18.9 | 2 | < 0.1% |
| 19 | 6 | |
| 19.7 | 2 | < 0.1% |
| 20 | 4 |
| Value | Count | Frequency (%) |
| 636 | 2 | |
| 620 | 2 | |
| 607 | 2 | |
| 602 | 2 | |
| 601.6 | 2 | |
| 599 | 2 | |
| 597 | 2 | |
| 587 | 2 | |
| 582 | 2 | |
| 579 | 2 |
| Distinct | 894 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 227190 |
| Missing (%) | 76.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.92129261 |
| Minimum | 6.9 |
|---|---|
| Maximum | 147.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 6.9 |
|---|---|
| 5-th percentile | 26.4 |
| Q1 | 34.8 |
| median | 40.8 |
| Q3 | 48 |
| 95-th percentile | 69.1 |
| Maximum | 147.3 |
| Range | 140.4 |
| Interquartile range (IQR) | 13.2 |
Descriptive statistics
| Standard deviation | 13.38807964 |
|---|---|
| Coefficient of variation (CV) | 0.311921632 |
| Kurtosis | 4.844517185 |
| Mean | 42.92129261 |
| Median Absolute Deviation (MAD) | 6.6 |
| Skewness | 1.620548408 |
| Sum | 2999082.4 |
| Variance | 179.2406764 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 41 | 1864 | 0.6% |
| 38 | 1862 | 0.6% |
| 40 | 1738 | 0.6% |
| 37 | 1712 | 0.6% |
| 42 | 1692 | 0.6% |
| 39 | 1666 | 0.6% |
| 43 | 1614 | 0.5% |
| 35 | 1582 | 0.5% |
| 36 | 1558 | 0.5% |
| 44 | 1408 | 0.5% |
| Other values (884) | 53178 | 17.9% |
| (Missing) | 227190 |
| Value | Count | Frequency (%) |
| 6.9 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 7.9 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 8.4 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 9.5 | 2 | < 0.1% |
| 9.7 | 2 | < 0.1% |
| 10 | 12 | |
| 10.2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 147.3 | 2 | |
| 147.1 | 2 | |
| 145.8 | 2 | |
| 143.1 | 2 | |
| 141 | 2 | |
| 139.8 | 2 | |
| 139 | 4 | |
| 136.4 | 2 | |
| 136 | 2 | |
| 130 | 2 |
| Distinct | 624 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 59454 |
| Missing (%) | 20.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.81385809 |
| Minimum | 1 |
|---|---|
| Maximum | 254 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 13 |
| median | 19.6 |
| Q3 | 33 |
| 95-th percentile | 71 |
| Maximum | 254 |
| Range | 253 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 22.08119802 |
|---|---|
| Coefficient of variation (CV) | 0.8234994737 |
| Kurtosis | 9.044717306 |
| Mean | 26.81385809 |
| Median Absolute Deviation (MAD) | 8.6 |
| Skewness | 2.448995373 |
| Sum | 6371240.82 |
| Variance | 487.5793061 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13 | 10176 | 3.4% |
| 14 | 9920 | 3.3% |
| 15 | 9842 | 3.3% |
| 12 | 9668 | 3.3% |
| 11 | 9540 | 3.2% |
| 16 | 9068 | 3.1% |
| 10 | 8746 | 2.9% |
| 17 | 8430 | 2.8% |
| 18 | 7828 | 2.6% |
| 9 | 7624 | 2.6% |
| Other values (614) | 146768 | |
| (Missing) | 59454 |
| Value | Count | Frequency (%) |
| 1 | 38 | < 0.1% |
| 2 | 228 | 0.1% |
| 2.8 | 2 | < 0.1% |
| 2.9 | 2 | < 0.1% |
| 3 | 686 | |
| 3.3 | 2 | < 0.1% |
| 3.4 | 2 | < 0.1% |
| 3.5 | 6 | < 0.1% |
| 3.6 | 2 | < 0.1% |
| 3.7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 254 | 4 | |
| 253 | 2 | < 0.1% |
| 252 | 2 | < 0.1% |
| 249 | 2 | < 0.1% |
| 248 | 4 | |
| 244 | 2 | < 0.1% |
| 238 | 6 | |
| 237 | 2 | < 0.1% |
| 235 | 2 | < 0.1% |
| 233 | 2 | < 0.1% |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 33346 |
| Missing (%) | 11.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 163.5492943 |
| Minimum | 1 |
|---|---|
| Maximum | 2357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 72 |
| Q1 | 96 |
| median | 135 |
| Q3 | 199 |
| 95-th percentile | 348 |
| Maximum | 2357 |
| Range | 2356 |
| Interquartile range (IQR) | 103 |
Descriptive statistics
| Standard deviation | 101.6885031 |
|---|---|
| Coefficient of variation (CV) | 0.6217605742 |
| Kurtosis | 18.90355627 |
| Mean | 163.5492943 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | 2.973166091 |
| Sum | 43130892.8 |
| Variance | 10340.55167 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 92 | 3002 | 1.0% |
| 96 | 2972 | 1.0% |
| 95 | 2926 | 1.0% |
| 99 | 2924 | 1.0% |
| 97 | 2914 | 1.0% |
| 94 | 2892 | 1.0% |
| 93 | 2862 | 1.0% |
| 98 | 2850 | 1.0% |
| 91 | 2830 | 1.0% |
| 100 | 2784 | 0.9% |
| Other values (990) | 234762 | |
| (Missing) | 33346 | 11.2% |
| Value | Count | Frequency (%) |
| 1 | 4 | < 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 10 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 10 | < 0.1% |
| 10 | 16 | |
| 11 | 18 | |
| 12 | 28 |
| Value | Count | Frequency (%) |
| 2357 | 2 | |
| 1731 | 2 | |
| 1691 | 2 | |
| 1688 | 2 | |
| 1644 | 2 | |
| 1510 | 2 | |
| 1495 | 2 | |
| 1478 | 2 | |
| 1464 | 2 | |
| 1461 | 2 |
| Distinct | 628 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 190228 |
| Missing (%) | 64.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.222612602 |
| Minimum | 0.1 |
|---|---|
| Maximum | 60.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.4 |
| median | 0.7 |
| Q3 | 1.1 |
| 95-th percentile | 3.6 |
| Maximum | 60.2 |
| Range | 60.1 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 2.441958125 |
|---|---|
| Coefficient of variation (CV) | 1.997327788 |
| Kurtosis | 103.358318 |
| Mean | 1.222612602 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 8.605415897 |
| Sum | 130619.04 |
| Variance | 5.963159485 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.4 | 12740 | 4.3% |
| 0.5 | 11992 | 4.0% |
| 0.3 | 10722 | 3.6% |
| 0.6 | 10014 | 3.4% |
| 0.7 | 8330 | 2.8% |
| 0.8 | 6846 | 2.3% |
| 0.2 | 5358 | 1.8% |
| 0.9 | 5236 | 1.8% |
| 1 | 4376 | 1.5% |
| 1.1 | 3288 | 1.1% |
| Other values (618) | 27934 | 9.4% |
| (Missing) | 190228 |
| Value | Count | Frequency (%) |
| 0.1 | 664 | 0.2% |
| 0.12 | 2 | < 0.1% |
| 0.13 | 2 | < 0.1% |
| 0.14 | 8 | < 0.1% |
| 0.15 | 8 | < 0.1% |
| 0.16 | 2 | < 0.1% |
| 0.17 | 10 | < 0.1% |
| 0.18 | 6 | < 0.1% |
| 0.19 | 4 | < 0.1% |
| 0.2 | 5358 |
| Value | Count | Frequency (%) |
| 60.2 | 2 | |
| 52 | 2 | |
| 51.2 | 2 | |
| 51 | 2 | |
| 50.9 | 2 | |
| 48 | 2 | |
| 46.4 | 2 | |
| 45.6 | 2 | |
| 44.8 | 2 | |
| 44.5 | 2 |
| Distinct | 89 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 227190 |
| Missing (%) | 76.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.27130549 |
| Minimum | 21 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 40 |
| median | 50 |
| Q3 | 80 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 79 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 26.28954427 |
|---|---|
| Coefficient of variation (CV) | 0.4435458954 |
| Kurtosis | -1.149469014 |
| Mean | 59.27130549 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.4990085749 |
| Sum | 4141523.2 |
| Variance | 691.1401378 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 16090 | 5.4% |
| 40 | 12714 | 4.3% |
| 50 | 12106 | 4.1% |
| 60 | 6882 | 2.3% |
| 30 | 3912 | 1.3% |
| 21 | 2866 | 1.0% |
| 80 | 2506 | 0.8% |
| 70 | 2458 | 0.8% |
| 35 | 1900 | 0.6% |
| 28 | 1420 | 0.5% |
| Other values (79) | 7020 | 2.4% |
| (Missing) | 227190 |
| Value | Count | Frequency (%) |
| 21 | 2866 | |
| 22 | 16 | < 0.1% |
| 23 | 60 | < 0.1% |
| 24 | 130 | < 0.1% |
| 25 | 908 | 0.3% |
| 26 | 96 | < 0.1% |
| 27 | 306 | 0.1% |
| 28 | 1420 | 0.5% |
| 29 | 54 | < 0.1% |
| 30 | 3912 |
| Value | Count | Frequency (%) |
| 100 | 16090 | |
| 99.6 | 2 | < 0.1% |
| 99 | 24 | < 0.1% |
| 98.8 | 2 | < 0.1% |
| 98.5 | 4 | < 0.1% |
| 98.4 | 2 | < 0.1% |
| 98.2 | 2 | < 0.1% |
| 98 | 26 | < 0.1% |
| 97.3 | 2 | < 0.1% |
| 97 | 16 | < 0.1% |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 106 |
| Missing (%) | < 0.1% |
| Memory size | 290.3 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 160834 | |
| 1.0 | 136124 | |
| (Missing) | 106 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 160834 | |
| 1.0 | 136124 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 86 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.87528613 |
| Minimum | 0 |
|---|---|
| Maximum | 89 |
| Zeros | 10446 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 51 |
| median | 63 |
| Q3 | 74 |
| 95-th percentile | 85 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 19.92545426 |
|---|---|
| Coefficient of variation (CV) | 0.3327826145 |
| Kurtosis | 1.078101658 |
| Mean | 59.87528613 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -1.073214263 |
| Sum | 17786792 |
| Variance | 397.0237276 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 10446 | 3.5% |
| 67 | 7490 | 2.5% |
| 68 | 7124 | 2.4% |
| 71 | 7008 | 2.4% |
| 72 | 6992 | 2.4% |
| 65 | 6854 | 2.3% |
| 66 | 6824 | 2.3% |
| 70 | 6696 | 2.3% |
| 63 | 6586 | 2.2% |
| 62 | 6514 | 2.2% |
| Other values (76) | 224530 |
| Value | Count | Frequency (%) |
| 0 | 10446 | |
| 1 | 4 | < 0.1% |
| 4 | 4 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 6 | < 0.1% |
| 10 | 4 | < 0.1% |
| 11 | 10 | < 0.1% |
| 12 | 14 | < 0.1% |
| 13 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 89 | 2862 | |
| 88 | 3284 | |
| 87 | 3774 | |
| 86 | 4012 | |
| 85 | 4426 | |
| 84 | 4832 | |
| 83 | 5030 | |
| 82 | 5020 | |
| 81 | 5168 | |
| 80 | 5194 |
| Distinct | 425 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1892 |
| Missing (%) | 0.6% |
| Memory size | 599.8 KiB |
| SEPSISPULM | 14704 |
|---|---|
| AMI | 12276 |
| CVASTROKE | 11128 |
| CHF | 10636 |
| SEPSISUTI | 8908 |
| Other values (420) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.11530904 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RHYTHATR |
|---|---|
| 2nd row | RHYTHATR |
| 3rd row | SEPSISUTI |
| 4th row | SEPSISUTI |
| 5th row | RESPARREST |
Common Values
| Value | Count | Frequency (%) |
| SEPSISPULM | 14704 | 4.9% |
| AMI | 12276 | 4.1% |
| CVASTROKE | 11128 | 3.7% |
| CHF | 10636 | 3.6% |
| SEPSISUTI | 8908 | 3.0% |
| DKA | 8298 | 2.8% |
| S-CABG | 8086 | 2.7% |
| RHYTHATR | 7870 | 2.6% |
| CARDARREST | 7460 | 2.5% |
| EMPHYSBRON | 7320 | 2.5% |
| Other values (415) | 198486 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| sepsispulm | 14704 | 5.0% |
| ami | 12276 | 4.2% |
| cvastroke | 11128 | 3.8% |
| chf | 10636 | 3.6% |
| sepsisuti | 8908 | 3.0% |
| dka | 8298 | 2.8% |
| s-cabg | 8086 | 2.7% |
| rhythatr | 7870 | 2.7% |
| cardarrest | 7460 | 2.5% |
| emphysbron | 7320 | 2.5% |
| Other values (415) | 198486 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
aids
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 0 | |
|---|---|
| 1 | 324 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 296740 | |
| 1 | 324 | 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 296740 | |
| 1 | 324 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
hepaticfailure
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 0 | |
|---|---|
| 1 | 4690 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 292374 | |
| 1 | 4690 | 1.6% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 292374 | |
| 1 | 4690 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
lymphoma
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 0 | |
|---|---|
| 1 | 1328 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 295736 | |
| 1 | 1328 | 0.4% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 295736 | |
| 1 | 1328 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
metastaticcancer
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 0 | |
|---|---|
| 1 | 6206 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 290858 | |
| 1 | 6206 | 2.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 290858 | |
| 1 | 6206 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
leukemia
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 0 | |
|---|---|
| 1 | 2244 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 294820 | |
| 1 | 2244 | 0.8% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 294820 | |
| 1 | 2244 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
immunosuppression
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 0 | |
|---|---|
| 1 | 8180 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 288884 | |
| 1 | 8180 | 2.8% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 288884 | |
| 1 | 8180 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
cirrhosis
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 0 | |
|---|---|
| 1 | 5402 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 291662 | |
| 1 | 5402 | 1.8% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 291662 | |
| 1 | 5402 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
electivesurgery
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 244720 | |
| 1 | 52344 | 17.6% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 244720 | |
| 1 | 52344 | 17.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
activetx
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 172498 | |
| 0 | 124566 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 1 | 172498 | |
| 0 | 124566 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
readmit
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 0 | |
|---|---|
| 1 | 16540 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 280524 | |
| 1 | 16540 | 5.6% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 280524 | |
| 1 | 16540 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
diabetes
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 227698 | |
| 1 | 69366 | 23.4% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 227698 | |
| 1 | 69366 | 23.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
actualicumortality
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| ALIVE | |
|---|---|
| EXPIRED | 17230 |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.116001939 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | EXPIRED |
|---|---|
| 2nd row | EXPIRED |
| 3rd row | ALIVE |
| 4th row | ALIVE |
| 5th row | ALIVE |
Common Values
| Value | Count | Frequency (%) |
| ALIVE | 279834 | |
| EXPIRED | 17230 | 5.8% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| alive | 279834 | |
| expired | 17230 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
actualhospitalmortality
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 290.3 KiB |
| ALIVE | |
|---|---|
| EXPIRED |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.184970242 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | EXPIRED |
|---|---|
| 2nd row | EXPIRED |
| 3rd row | ALIVE |
| 4th row | ALIVE |
| 5th row | ALIVE |
Common Values
| Value | Count | Frequency (%) |
| ALIVE | 269590 | |
| EXPIRED | 27474 | 9.2% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| alive | 269590 | |
| expired | 27474 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| intubated | vent | dialysis | eyes | motor | verbal | meds | urine | wbc | temperature | respiratoryrate | sodium | heartrate | meanbp | ph | hematocrit | creatinine | albumin | pao2 | pco2 | bun | glucose | bilirubin | fio2 | gender | age | admitdiagnosis | aids | hepaticfailure | lymphoma | metastaticcancer | leukemia | immunosuppression | cirrhosis | electivesurgery | activetx | readmit | diabetes | actualicumortality | actualhospitalmortality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0 | 4 | 6 | 5 | 0 | NaN | 14.7 | 36.1 | 30.0 | 139.0 | 140 | 62.0 | NaN | 40.1 | 2.30 | 3.1 | NaN | NaN | 27.0 | 95.0 | 4.1 | NaN | 1.0 | 70 | RHYTHATR | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | EXPIRED | EXPIRED |
| 1 | 0 | 0 | 0 | 4 | 6 | 5 | 0 | NaN | 14.7 | 36.1 | 30.0 | 139.0 | 140 | 62.0 | NaN | 40.1 | 2.30 | 3.1 | NaN | NaN | 27.0 | 95.0 | 4.1 | NaN | 1.0 | 70 | RHYTHATR | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | EXPIRED | EXPIRED |
| 2 | 0 | 0 | 0 | 3 | 6 | 4 | 0 | NaN | 14.1 | 39.3 | 36.0 | 134.0 | 118 | 40.0 | NaN | 27.4 | 2.51 | 2.3 | NaN | NaN | 31.0 | 168.0 | 0.4 | NaN | 0.0 | 68 | SEPSISUTI | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ALIVE | ALIVE |
| 3 | 0 | 0 | 0 | 3 | 6 | 4 | 0 | NaN | 14.1 | 39.3 | 36.0 | 134.0 | 118 | 40.0 | NaN | 27.4 | 2.51 | 2.3 | NaN | NaN | 31.0 | 168.0 | 0.4 | NaN | 0.0 | 68 | SEPSISUTI | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ALIVE | ALIVE |
| 4 | 0 | 1 | 0 | 1 | 3 | 1 | 0 | NaN | 12.7 | 35.1 | 33.0 | 145.0 | 120 | 46.0 | 7.45 | 36.9 | 0.56 | NaN | 51.0 | 37.0 | 9.0 | 145.0 | NaN | 100.0 | 1.0 | 77 | RESPARREST | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | ALIVE | ALIVE |
| 5 | 0 | 1 | 0 | 1 | 3 | 1 | 0 | NaN | 12.7 | 35.1 | 33.0 | 145.0 | 120 | 46.0 | 7.45 | 36.9 | 0.56 | NaN | 51.0 | 37.0 | 9.0 | 145.0 | NaN | 100.0 | 1.0 | 77 | RESPARREST | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | ALIVE | ALIVE |
| 6 | 0 | 0 | 0 | 3 | 6 | 5 | 0 | NaN | NaN | 36.7 | 37.0 | NaN | 102 | 68.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 25 | ODSEDHYP | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ALIVE | ALIVE |
| 7 | 0 | 0 | 0 | 3 | 6 | 5 | 0 | NaN | NaN | 36.7 | 37.0 | NaN | 102 | 68.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 25 | ODSEDHYP | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ALIVE | ALIVE |
| 8 | 0 | 1 | 0 | 3 | 6 | 4 | 0 | NaN | 42.7 | 40.1 | 54.0 | 133.0 | 204 | 198.0 | 7.46 | 26.2 | 1.90 | NaN | 65.0 | 23.0 | 32.0 | 145.0 | NaN | 21.0 | 0.0 | 82 | SEPSISPULM | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | ALIVE | ALIVE |
| 9 | 0 | 1 | 0 | 3 | 6 | 4 | 0 | NaN | 42.7 | 40.1 | 54.0 | 133.0 | 204 | 198.0 | 7.46 | 26.2 | 1.90 | NaN | 65.0 | 23.0 | 32.0 | 145.0 | NaN | 21.0 | 0.0 | 82 | SEPSISPULM | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | ALIVE | ALIVE |
Last rows
| intubated | vent | dialysis | eyes | motor | verbal | meds | urine | wbc | temperature | respiratoryrate | sodium | heartrate | meanbp | ph | hematocrit | creatinine | albumin | pao2 | pco2 | bun | glucose | bilirubin | fio2 | gender | age | admitdiagnosis | aids | hepaticfailure | lymphoma | metastaticcancer | leukemia | immunosuppression | cirrhosis | electivesurgery | activetx | readmit | diabetes | actualicumortality | actualhospitalmortality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 297054 | 0 | 0 | 0 | 4 | 6 | 5 | 0 | 1751.1552 | NaN | 36.2 | 50.0 | NaN | 106 | 120.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 50 | CHF | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ALIVE | ALIVE |
| 297055 | 0 | 0 | 0 | 4 | 6 | 5 | 0 | 1751.1552 | NaN | 36.2 | 50.0 | NaN | 106 | 120.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 50 | CHF | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ALIVE | ALIVE |
| 297056 | 0 | 0 | 0 | 4 | 6 | 4 | 0 | 5724.7776 | 9.5 | 36.4 | 42.0 | 140.0 | 112 | 125.0 | NaN | 39.0 | 1.07 | 3.5 | NaN | NaN | 32.0 | 139.0 | 0.7 | NaN | 1.0 | 79 | PULMEMBOL | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ALIVE | ALIVE |
| 297057 | 0 | 0 | 0 | 4 | 6 | 4 | 0 | 5724.7776 | 9.5 | 36.4 | 42.0 | 140.0 | 112 | 125.0 | NaN | 39.0 | 1.07 | 3.5 | NaN | NaN | 32.0 | 139.0 | 0.7 | NaN | 1.0 | 79 | PULMEMBOL | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ALIVE | ALIVE |
| 297058 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 358.9920 | NaN | 32.9 | 34.0 | 142.0 | 104 | 58.0 | 7.224 | NaN | 2.43 | NaN | 80.0 | 44.0 | 30.0 | 346.0 | NaN | 100.0 | 0.0 | 73 | CARDARREST | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | ALIVE | ALIVE |
| 297059 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 358.9920 | NaN | 32.9 | 34.0 | 142.0 | 104 | 58.0 | 7.224 | NaN | 2.43 | NaN | 80.0 | 44.0 | 30.0 | 346.0 | NaN | 100.0 | 0.0 | 73 | CARDARREST | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | ALIVE | ALIVE |
| 297060 | 0 | 0 | 0 | 4 | 6 | 5 | 0 | 2171.6640 | NaN | 35.5 | 31.0 | NaN | 83 | 60.0 | NaN | 32.0 | NaN | NaN | NaN | NaN | NaN | 137.0 | NaN | NaN | 0.0 | 81 | LOWGIBLEED | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | ALIVE | ALIVE |
| 297061 | 0 | 0 | 0 | 4 | 6 | 5 | 0 | 2171.6640 | NaN | 35.5 | 31.0 | NaN | 83 | 60.0 | NaN | 32.0 | NaN | NaN | NaN | NaN | NaN | 137.0 | NaN | NaN | 0.0 | 81 | LOWGIBLEED | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | ALIVE | ALIVE |
| 297062 | 0 | 0 | 0 | 4 | 6 | 5 | 0 | NaN | NaN | 37.1 | 57.0 | NaN | 97 | 118.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 35 | PULMEMBOL | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ALIVE | ALIVE |
| 297063 | 0 | 0 | 0 | 4 | 6 | 5 | 0 | NaN | NaN | 37.1 | 57.0 | NaN | 97 | 118.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 35 | PULMEMBOL | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ALIVE | ALIVE |